WeightedCluster: Clustering of Weighted Data

Clusters state sequences and weighted data. It provides an optimized weighted PAM algorithm as well as functions for aggregating replicated cases, computing cluster quality measures for a range of clustering solutions and plotting (fuzzy) clusters of state sequences. Parametric bootstraps methods to validate typology of sequences are also provided. Finally, it provides a fuzzy and crisp CLARA algorithm to cluster large database with sequence analysis.

Package details

AuthorMatthias Studer [aut, cre]
MaintainerMatthias Studer <matthias.studer@unige.ch>
LicenseGPL (>= 2)
Version1.8-0
URL http://mephisto.unige.ch/weightedcluster/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("WeightedCluster")

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WeightedCluster documentation built on Oct. 2, 2024, 5:06 p.m.